Snippet Collections

Collections of popular snippets grouped by themes and use cases.

Data Preprocessing with Pandas

A collection of data preprocessing code snippets to prepare tabular data using Pandas for analysis, machine learning or visualisation

Classification with SciKit-Learn

Code snippets for building a range of classification machine learning models using SciKit-Learn

Regression with SciKit-Learn

Code snippets for building a range of regression machine learning models using SciKit-Learn

Data Preparation For Machine Learning

Code snippets for preparing data for machine learning

Classification With XGBoost, CatBoost & LightGBM

Snippets for training classification models with XGBoost, CatBoost & LightGBM

Regression With XGBoost, CatBoost & LightGBM

Code snippets for training regression models with XGBoost, CatBoost and LightGBM

Evaluating Machine Learning Models

Code snippets for evaluation classification and regression machine learning models

Unsupervised Learning With SciKit-Learn

Code for training unsupervised machine learning models with SciKit-Learn

Visualisation With Matplotlib

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Manipulating Data With Numpy

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Computer Vision With Python

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Natural Language Processing With Python

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